AWS Machine Learning

DECEMBER 19, 2023

AWS CDK provides the ability to manage changes for the complete solution. The automated pipeline includes steps for out-of-the-box model storage and metric tracking. About the Authors Kiran Kumar Ballari is a Principal Solutions Architect at Amazon Web Services (AWS).

Analytics 129

Analytics Engineering Government Best practices 129

AWS Machine Learning

APRIL 25, 2023

We include an example of how to use the decorator function and the associated settings later in this post. In the following example code, we run a simple divide function as a SageMaker Training job: import boto3 import sagemaker from sagemaker.remote_function import remote sm_session = sagemaker.Session(boto_session=boto3.session.Session(region_name="us-west-2"))

Engineering 96

Engineering Metrics Construction Management 96

AWS Machine Learning

JANUARY 5, 2024

Query training results: This step calls the Lambda function to fetch the metrics of the completed training job from the earlier model training step. RMSE threshold: This step verifies the trained model metric (RMSE) against a defined threshold to decide whether to proceed towards endpoint deployment or reject this model.

Management 133

Management APIs Engineering Government 133

AWS Machine Learning

SEPTEMBER 23, 2022

Bosch is a multinational corporation with entities operating in multiple sectors, including automotive, industrial solutions, and consumer goods. These metrics provide business planning insights at different levels of aggregation and enable data-driven decision-making. Evaluation metrics. Evaluation.

APIs 96

APIs Metrics Automotive Engineering 96

AWS Machine Learning

OCTOBER 21, 2024

The context will be coming from your RAG solutions like Amazon Bedrock Knowledgebases. For this example, we take a sample context and add to demo the concept: input_output_demarkation_key = "nn### Response:n" question = "Tell me what was the improved inflow value of cash?" See Amazon Bedrock Recipes and GitHub for more examples.

APIs 141

APIs Scripts Finance Real estate 141

AWS Machine Learning

JANUARY 15, 2025

Each model has different features, price points, and performance metrics, making it difficult to make a confident choice that fits their needs and budget. By incorporating guardrails, the solution proactively steers users away from potential risks or errors, promoting better outcomes and adherence to established standards.

Automotive 92

Automotive Feedback Analytics Sales 92